Is it Possible to Predict MGMT Promoter Methylation from Brain Tumor MRI Scans using Deep Learning Models?
Numan SaeedShahad HardanKudaibergen AbutalipMohammad YaqubPublished in: MIDL (2022)
Keyphrases
- mri scans
- learning models
- brain tumors
- magnetic resonance images
- mr images
- deformable registration
- mri data
- magnetic resonance
- learning tasks
- machine learning
- loss function
- learning algorithm
- semi supervised learning
- machine learning algorithms
- learning problems
- medical imaging
- brain images
- conditional random fields
- medical image analysis
- brain imaging
- medical images
- brain tissue
- model based segmentation
- classification models
- image registration
- magnetic resonance imaging
- high quality
- fully automatic
- computer vision
- image segmentation
- three dimensional
- image data
- real world